diff --git a/deploy/docker-compose.override.yml b/deploy/docker-compose.override.yml
new file mode 100644
index 000000000..eda492a24
--- /dev/null
+++ b/deploy/docker-compose.override.yml
@@ -0,0 +1,55 @@
+version: "3.3"
+services:
+  proxy:
+    ports:
+      - "80:80"
+      - "8090:8080"
+    command:
+      # Enable Docker in Traefik, so that it reads labels from Docker services
+      - --providers.docker
+      # Add a constraint to only use services with the label for this stack
+      # from the env var TRAEFIK_TAG
+      - --providers.docker.constraints=Label(`traefik.constraint-label-stack`, `${TRAEFIK_TAG?Variable not set}`)
+      # Do not expose all Docker services, only the ones explicitly exposed
+      - --providers.docker.exposedbydefault=false
+      # Disable Docker Swarm mode for local development
+      # - --providers.docker.swarmmode
+      # Enable the access log, with HTTP requests
+      - --accesslog
+      # Enable the Traefik log, for configurations and errors
+      - --log
+      # Enable the Dashboard and API
+      - --api
+      # Enable the Dashboard and API in insecure mode for local development
+      - --api.insecure=true
+    labels:
+      - traefik.enable=true
+      - traefik.http.routers.${STACK_NAME?Variable not set}-traefik-public-http.rule=Host(`${DOMAIN?Variable not set}`)
+      - traefik.http.services.${STACK_NAME?Variable not set}-traefik-public.loadbalancer.server.port=80
+
+  pgadmin:
+    ports:
+      - "5050:5050"
+
+  flower:
+    ports:
+      - "5555:5555"
+
+  backend:
+    labels:
+      - traefik.enable=true
+      - traefik.constraint-label-stack=${TRAEFIK_TAG?Variable not set}
+      - traefik.http.routers.${STACK_NAME?Variable not set}-backend-http.rule=PathPrefix(`/api/v1`) || PathPrefix(`/docs`) || PathPrefix(`/health`)
+      - traefik.http.services.${STACK_NAME?Variable not set}-backend.loadbalancer.server.port=7860
+
+  frontend:
+    labels:
+      - traefik.enable=true
+      - traefik.constraint-label-stack=${TRAEFIK_TAG?Variable not set}
+      - traefik.http.routers.${STACK_NAME?Variable not set}-frontend-http.rule=PathPrefix(`/`)
+      - traefik.http.services.${STACK_NAME?Variable not set}-frontend.loadbalancer.server.port=80
+
+networks:
+  traefik-public:
+    # For local dev, don't expect an external Traefik network
+    external: false
diff --git a/deploy/docker-compose.yml b/deploy/docker-compose.yml
index 09c994f78..e35424c03 100644
--- a/deploy/docker-compose.yml
+++ b/deploy/docker-compose.yml
@@ -1,7 +1,73 @@
 version: "3.3"
 
 services:
+  proxy:
+    image: traefik:v2.2
+    networks:
+      - ${TRAEFIK_PUBLIC_NETWORK?Variable not set}
+      - default
+    volumes:
+      - /var/run/docker.sock:/var/run/docker.sock
+    command:
+      # Enable Docker in Traefik, so that it reads labels from Docker services
+      - --providers.docker
+      # Add a constraint to only use services with the label for this stack
+      # from the env var TRAEFIK_TAG
+      - --providers.docker.constraints=Label(`traefik.constraint-label-stack`, `${TRAEFIK_TAG?Variable not set}`)
+      # Do not expose all Docker services, only the ones explicitly exposed
+      - --providers.docker.exposedbydefault=false
+      # Enable the access log, with HTTP requests
+      - --accesslog
+      # Enable the Traefik log, for configurations and errors
+      - --log
+      # Enable the Dashboard and API
+      - --api
+    deploy:
+      placement:
+        constraints:
+          - node.role == manager
+      labels:
+        # Enable Traefik for this service, to make it available in the public network
+        - traefik.enable=true
+        # Use the traefik-public network (declared below)
+        - traefik.docker.network=${TRAEFIK_PUBLIC_NETWORK?Variable not set}
+        # Use the custom label "traefik.constraint-label=traefik-public"
+        # This public Traefik will only use services with this label
+        - traefik.constraint-label=${TRAEFIK_PUBLIC_TAG?Variable not set}
+        # traefik-http set up only to use the middleware to redirect to https
+        - traefik.http.middlewares.${STACK_NAME?Variable not set}-https-redirect.redirectscheme.scheme=https
+        - traefik.http.middlewares.${STACK_NAME?Variable not set}-https-redirect.redirectscheme.permanent=true
+        # Handle host with and without "www" to redirect to only one of them
+        # Uses environment variable DOMAIN
+        # To disable www redirection remove the Host() you want to discard, here and
+        # below for HTTPS
+        - traefik.http.routers.${STACK_NAME?Variable not set}-proxy-http.rule=Host(`${DOMAIN?Variable not set}`) || Host(`www.${DOMAIN?Variable not set}`)
+        - traefik.http.routers.${STACK_NAME?Variable not set}-proxy-http.entrypoints=http
+        # traefik-https the actual router using HTTPS
+        - traefik.http.routers.${STACK_NAME?Variable not set}-proxy-https.rule=Host(`${DOMAIN?Variable not set}`) || Host(`www.${DOMAIN?Variable not set}`)
+        - traefik.http.routers.${STACK_NAME?Variable not set}-proxy-https.entrypoints=https
+        - traefik.http.routers.${STACK_NAME?Variable not set}-proxy-https.tls=true
+        # Use the "le" (Let's Encrypt) resolver created below
+        - traefik.http.routers.${STACK_NAME?Variable not set}-proxy-https.tls.certresolver=le
+        # Define the port inside of the Docker service to use
+        - traefik.http.services.${STACK_NAME?Variable not set}-proxy.loadbalancer.server.port=80
+        # Handle domain with and without "www" to redirect to only one
+        # To disable www redirection remove the next line
+        - traefik.http.middlewares.${STACK_NAME?Variable not set}-www-redirect.redirectregex.regex=^https?://(www.)?(${DOMAIN?Variable not set})/(.*)
+        # Redirect a domain with www to non-www
+        # To disable it remove the next line
+        - traefik.http.middlewares.${STACK_NAME?Variable not set}-www-redirect.redirectregex.replacement=https://${DOMAIN?Variable not set}/$${3}
+        # Redirect a domain without www to www
+        # To enable it remove the previous line and uncomment the next
+        # - traefik.http.middlewares.${STACK_NAME}-www-redirect.redirectregex.replacement=https://www.${DOMAIN}/$${3}
+        # Middleware to redirect www, to disable it remove the next line
+        - traefik.http.routers.${STACK_NAME?Variable not set}-proxy-https.middlewares=${STACK_NAME?Variable not set}-www-redirect
+        # Middleware to redirect www, and redirect HTTP to HTTPS
+        # to disable www redirection remove the section: ${STACK_NAME?Variable not set}-www-redirect,
+        - traefik.http.routers.${STACK_NAME?Variable not set}-proxy-http.middlewares=${STACK_NAME?Variable not set}-www-redirect,${STACK_NAME?Variable not set}-https-redirect
+
   backend:
+    image: "langflow:${TAG-latest}"
     build:
       context: ../
       dockerfile: base.Dockerfile
@@ -19,24 +85,50 @@ services:
     command: /startup-backend.sh # Fixed the path
     healthcheck:
       test: "exit 0"
+    deploy:
+      labels:
+        - traefik.enable=true
+        - traefik.constraint-label-stack=${TRAEFIK_TAG?Variable not set}
+        - traefik.http.routers.${STACK_NAME?Variable not set}-backend-http.rule=PathPrefix(`/api/v1`) || PathPrefix(`/docs`) || PathPrefix(`/health`)
+        - traefik.http.services.${STACK_NAME?Variable not set}-backend.loadbalancer.server.port=7860
 
   db:
     image: postgres:15.4
+    volumes:
+      - app-db-data:/var/lib/postgresql/data/pgdata
     env_file:
-      - ./db.env
-    ports:
-      - "5432:5432"
+      - db.env
+    environment:
+      - PGDATA=/var/lib/postgresql/data/pgdata
+    deploy:
+      placement:
+        constraints:
+          - node.labels.${STACK_NAME?Variable not set}.app-db-data == true
 
   pgadmin:
     image: dpage/pgadmin4
+    networks:
+      - ${TRAEFIK_PUBLIC_NETWORK?Variable not set}
+      - default
     env_file:
       - ./pgadmin.env
-    ports:
-      - "5050:80"
     depends_on:
       - db
     volumes:
       - ./pgadmin:/var/lib/pgadmin
+    deploy:
+      labels:
+        - traefik.enable=true
+        - traefik.docker.network=${TRAEFIK_PUBLIC_NETWORK?Variable not set}
+        - traefik.constraint-label=${TRAEFIK_PUBLIC_TAG?Variable not set}
+        - traefik.http.routers.${STACK_NAME?Variable not set}-pgadmin-http.rule=Host(`pgadmin.${DOMAIN?Variable not set}`)
+        - traefik.http.routers.${STACK_NAME?Variable not set}-pgadmin-http.entrypoints=http
+        - traefik.http.routers.${STACK_NAME?Variable not set}-pgadmin-http.middlewares=${STACK_NAME?Variable not set}-https-redirect
+        - traefik.http.routers.${STACK_NAME?Variable not set}-pgadmin-https.rule=Host(`pgadmin.${DOMAIN?Variable not set}`)
+        - traefik.http.routers.${STACK_NAME?Variable not set}-pgadmin-https.entrypoints=https
+        - traefik.http.routers.${STACK_NAME?Variable not set}-pgadmin-https.tls=true
+        - traefik.http.routers.${STACK_NAME?Variable not set}-pgadmin-https.tls.certresolver=le
+        - traefik.http.services.${STACK_NAME?Variable not set}-pgadmin.loadbalancer.server.port=5050
 
   queue:
     image: redis:6.2.5
@@ -46,7 +138,7 @@ services:
       test: "exit 0"
 
   celeryworker:
-    # user: your-non-root-user
+    image: "langflow:${TAG-latest}"
     depends_on:
       queue:
         condition: service_healthy
@@ -55,14 +147,14 @@ services:
     build:
       context: ../
       dockerfile: base.Dockerfile
-    command: celery -A langflow.worker.celery_app worker --loglevel=INFO
+    command: celery -A langflow.worker.celery_app worker --loglevel=INFO --concurrency=1 -n lf-worker@%h
     healthcheck:
       test: "exit 0"
     deploy:
       replicas: 1
 
   flower:
-    # user: your-non-root-user
+    image: mher/flower
     networks:
       - default
     depends_on:
@@ -70,14 +162,25 @@ services:
         condition: service_healthy
       celeryworker:
         condition: service_healthy
-    build:
-      context: ../
-      dockerfile: base.Dockerfile
     env_file:
       - ./flower.env
-    command: /bin/sh -c "celery -A langflow.worker.celery_app --broker=redis://$${LANGFLOW_REDIS_PASSWORD:+default:$${LANGFLOW_REDIS_PASSWORD}@}$${LANGFLOW_REDIS_HOST}:$${LANGFLOW_REDIS_PORT}/$${LANGFLOW_REDIS_DB} flower --port=5555"
+    environment:
+      - CELERY_BROKER_URL='redis://$${LANGFLOW_REDIS_PASSWORD:+default:$${LANGFLOW_REDIS_PASSWORD}@}$${LANGFLOW_REDIS_HOST}:$${LANGFLOW_REDIS_PORT}/$${LANGFLOW_REDIS_DB}'
     ports:
       - "5555:5555"
+    deploy:
+      labels:
+        - traefik.enable=true
+        - traefik.docker.network=${TRAEFIK_PUBLIC_NETWORK?Variable not set}
+        - traefik.constraint-label=${TRAEFIK_PUBLIC_TAG?Variable not set}
+        - traefik.http.routers.${STACK_NAME?Variable not set}-flower-http.rule=Host(`flower.${DOMAIN?Variable not set}`)
+        - traefik.http.routers.${STACK_NAME?Variable not set}-flower-http.entrypoints=http
+        - traefik.http.routers.${STACK_NAME?Variable not set}-flower-http.middlewares=${STACK_NAME?Variable not set}-https-redirect
+        - traefik.http.routers.${STACK_NAME?Variable not set}-flower-https.rule=Host(`flower.${DOMAIN?Variable not set}`)
+        - traefik.http.routers.${STACK_NAME?Variable not set}-flower-https.entrypoints=https
+        - traefik.http.routers.${STACK_NAME?Variable not set}-flower-https.tls=true
+        - traefik.http.routers.${STACK_NAME?Variable not set}-flower-https.tls.certresolver=le
+        - traefik.http.services.${STACK_NAME?Variable not set}-flower.loadbalancer.server.port=5555
 
   frontend:
     # user: your-non-root-user
@@ -91,9 +194,13 @@ services:
         condition: service_healthy
     env_file:
       - ./frontend.env
-    ports:
-      - "80:80"
     restart: on-failure
+    deploy:
+      labels:
+        - traefik.enable=true
+        - traefik.constraint-label-stack=${TRAEFIK_TAG?Variable not set}
+        - traefik.http.routers.${STACK_NAME?Variable not set}-frontend-http.rule=PathPrefix(`/`)
+        - traefik.http.services.${STACK_NAME?Variable not set}-frontend.loadbalancer.server.port=80
 
   prometheus:
     image: prom/prometheus:v2.37.9
@@ -105,6 +212,12 @@ services:
       - "9090:9090"
     healthcheck:
       test: "exit 0"
+    deploy:
+      labels:
+        - traefik.enable=true
+        - traefik.constraint-label-stack=${TRAEFIK_TAG?Variable not set}
+        - traefik.http.routers.${STACK_NAME?Variable not set}-prometheus-http.rule=PathPrefix(`/metrics`)
+        - traefik.http.services.${STACK_NAME?Variable not set}-prometheus.loadbalancer.server.port=9090
 
   grafana:
     image: grafana/grafana:8.2.6
@@ -115,6 +228,18 @@ services:
       - "3000:3000"
     volumes:
       - grafana_data:/var/lib/grafana
+    deploy:
+      labels:
+        - traefik.enable=true
+        - traefik.constraint-label-stack=${TRAEFIK_TAG?Variable not set}
+        - traefik.http.routers.${STACK_NAME?Variable not set}-grafana-http.rule=PathPrefix(`/grafana`)
+        - traefik.http.services.${STACK_NAME?Variable not set}-grafana.loadbalancer.server.port=3000
 
 volumes:
   grafana_data:
+  app-db-data:
+
+networks:
+  traefik-public:
+    # Allow setting it to false for testing
+    external: false # ${TRAEFIK_PUBLIC_NETWORK_IS_EXTERNAL-true}